Shnorhavorian M, Amory JK, Schwartz SM, Bhatia S, Armenian S, Grier HE, Chow EJ, Joshi R, Beck D, Skinner MK. Weighted epigenetic site correlation network analysis of chemotherapy impacts on osteosarcoma cancer survivors’ male fertility, sperm, and endocrine parameters. Environ Epigenet. 2026 Aug 13;12(1):dvag029. doi: 10.1093/eep/dvag029. PMID: 42639030; PMCID: PMC13501531.
Publication Citation
Abstract
The impacts of chemotherapy exposure on adolescent male osteosarcoma survivors as adults were investigated using a number of physiological parameters, with a focus on chemotherapy, reproduction, and sperm. The Children’s Oncology Group (COG) clinical sites (protocol ALTE16C1) of previously collected and stored sperm samples were obtained for this analysis. The epigenetic DNA methylation alterations in sperm were assessed in 176 control adult male patients’ sperm, and 183 chemotherapy-exposed osteosarcoma survivors’ adult male sperm were provided by COG sites. The current study used a weighted gene co-expression network analysis computational approach that was adopted for use as a weighted epigenetic site correlation network analysis. This analysis identified correlation coefficients between differential DNA methylation regions and other DNA methylation sites with physiological and chemotherapy parameters. Module–trait relationships in the data were determined for epigenetic modules, which highly correlated with sperm parameters, reproductive hormones, and several chemotherapies (e.g. cisplatin). Gene associations of these epigenetic sites were identified and correlated to chemotherapy-associated genes and pathways, as well as reproductive parameters. Observations demonstrate dramatic impacts of adolescent chemotherapy on later adult life sperm epigenetics. Clearly, epigenetics has the potential to mediate the actions of chemotherapy on later life physiology and may potentially impact future generations through epigenetic transgenerational inheritance mechanisms, but this needs further investigation.